医学 AI - arXivDaily 专题

2201.00084 2022-01-04 eess.IV cs.CV cs.LG 67%

Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging

Taira Watanabe, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2111.14564 2021-11-30 cs.CV cs.CR cs.LG eess.IV 67%

MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack

Mengting Xu, Tao Zhang, Daoqiang Zhang

专题命中诊断辅助：medical image(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments TMI under review

2111.14297 2021-11-30 cs.CV cs.LG eess.IV 67%

Data Augmentation For Medical MR Image Using Generative Adversarial Networks

Panjian Huang, Xu Liu, Yongzhen Huang

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2111.00621 2021-11-02 cs.AI cs.HC 67%

Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure

Bojian Hou, Hao Zhang, Gur Ladizhinsky, Gur Ladizhinsky, Stephen Yang, Volodymyr Kuleshov, Fei Wang, Qian Yang

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2011.08528 2021-11-02 eess.IV cs.CV cs.LG 67%

Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets

Hamza Osman Ilhan, Gorkem Serbes, Nizamettin Aydin

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 20 Pages, 9 Figures, 4 Tables and submitted a journal

1810.10705 2021-11-02 stat.AP stat.ME 67%

High-Dimensional Smoothing Splines and Application in Alzheimer's Disease Prediction Using Magnetic Resonance Imaging

Xiaowu Dai

专题命中诊断辅助：MRI(abstract)；diagnosis(abstract)

2110.01534 2021-10-05 eess.IV cs.CV cs.LG 67%

Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders

Sayan Mandal, Alessandro A. Jammal, Felipe A. Medeiros

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Corresponding author: Felipe A. Medeiros

2110.01333 2021-10-05 eess.IV cs.CV cs.LG 67%

Blindness (Diabetic Retinopathy) Severity Scale Detection

Ramya Bygari, Rachita Naik, Uday Kumar P

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 7 pages, 7 figures, 2021 8th Swiss Conference on Data Science (SDS)

2109.07322 2021-09-16 eess.IV cs.CV cs.LG 67%

DeFungi: Direct Mycological Examination of Microscopic Fungi Images

Camilo Javier Pineda Sopo, Farshid Hajati, Soheila Gheisari

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2011.13011 2021-09-15 cs.LG cs.CV eess.IV 67%

Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus Zimmermann, Maximilian Schulze-Hagen, Michael Ho, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Daniel Truhn

专题命中诊断辅助：pathology(abstract)；分类 cs.CV、cs.LG、eess.IV

2109.04004 2021-09-10 cs.AI 67%

OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings

Yunyou Huang, Nana Wang, Suqin Tang, Li Ma, Tianshu Hao, Zihan Jiang, Fan Zhang, Guoxin Kang, Xiuxia Miao, Xianglong Guan, Ruchang Zhang, Zhifei Zhang, Jianfeng Zhan

专题命中诊断辅助：clinical AI(abstract)；diagnosis(abstract)

2108.04358 2021-08-29 eess.IV cs.CV cs.LG 67%

Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients

Ayaan Haque, Ipsita Sutradhar, Mahziba Rahman, Mehedi Hasan, Malabika Sarker

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 8 pages, 6 figures, 4 tables

2012.10961 2021-08-27 eess.IV cs.CV cs.LG 67%

Recent Developments in Detection of Central Serous Retinopathy through Imaging and Artificial Intelligence Techniques A Review

Syed Ale Hassan, Shahzad Akbar, Amjad Rehman, Tanzila Saba, Hoshang Kolivand, Saeed Ali Bahaj

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 18 pages, 11 figures, 2 tables

2107.09204 2021-07-21 cs.CV cs.LG eess.IV 67%

A Comparison of Supervised and Unsupervised Deep Learning Methods for Anomaly Detection in Images

Vincent Wilmet, Sauraj Verma, Tabea Redl, Håkon Sandaker, Zhenning Li

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 8 pages, for FML

2107.02293 2021-07-09 eess.IV cs.CV cs.LG 67%

Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology

Rohollah Moosavi Tayebi, Youqing Mu, Taher Dehkharghanian, Catherine Ross, Monalisa Sur, Ronan Foley, Hamid R. Tizhoosh, Clinton JV Campbell

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2105.02953 2021-06-30 cs.LG cs.CV cs.NE eess.IV 67%

Recognition of handwritten MNIST digits on low-memory 2 Kb RAM Arduino board using LogNNet reservoir neural network

Y. A. Izotov, A. A. Velichko, A. A. Ivshin, R. E. Novitskiy

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 pages, 6 figures

1907.12727 2021-06-29 cs.LG cs.CV eess.IV stat.ML 67%

Confounder-Aware Visualization of ConvNets

Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2106.13551 2021-06-28 eess.IV cs.CV cs.LG 67%

Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks

Gabriel García, Rocío del Amor, Adrián Colomer, Rafael Verdú-Monedero, Juan Morales-Sánchez, Valery Naranjo

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2106.07708 2021-06-16 cs.LG cs.AI cs.CV eess.IV 67%

CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks

Robert Avram, Jeffrey E. Olgin, Alvin Wan, Zeeshan Ahmed, Louis Verreault-Julien, Sean Abreau, Derek Wan, Joseph E. Gonzalez, Derek Y. So, Krishan Soni, Geoffrey H. Tison

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 62 pages, 3 main figures, 2 main tables

2007.04809 2021-06-16 physics.med-ph physics.bio-ph 67%

Magnetic Immunoassays: A Review of Virus and Pathogen Detection Before and Amidst the Coronavirus Disease-19 (COVID-19)

Kai Wu, Renata Saha, Diqing Su, Venkatramana D. Krishna, Jinming Liu, Maxim C-J Cheeran, Jian-Ping Wang

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

Comments 35 pages, 10 figures, 3 tables

2106.03905 2021-06-10 eess.IV cs.CV cs.LG 67%

AutoPtosis

Abdullah Aleem, Manoj Prabhakar Nallabothula, Pete Setabutr, Joelle A. Hallak, Darvin Yi

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2101.06874 2021-06-10 physics.optics physics.app-ph 67%

The origin of ultrasensitive SERS sensing beyond plasmonics

Leilei Lan, Yimeng Gao, Xingce Fan, Mingze Li, Qi Hao, Teng Qiu

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

Journal ref Front. Phys. 16(4), 43300 (2021)

2106.04471 2021-06-09 cs.CV cs.LG eess.IV 67%

Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention

Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum

专题命中诊断辅助：biomedical(abstract)；分类 cs.CV、cs.LG、eess.IV

2106.02118 2021-06-08 eess.IV cs.CV cs.LG 67%

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals

Ju Sun, Le Peng, Taihui Li, Dyah Adila, Zach Zaiman, Genevieve B. Melton, Nicholas Ingraham, Eric Murray, Daniel Boley, Sean Switzer, John L. Burns, Kun Huang, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher Tignanelli

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Check out the medRxiv version at https://doi.org/10.1101/2021.06.04.21258316 for updates

2105.11364 2021-05-25 cs.CV cs.LG eess.IV 67%

Dynamic region proposal networks for semantic segmentation in automated glaucoma screening

Shivam Shah, Nikhil Kasukurthi, Harshit Pande

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2105.03995 2021-05-11 eess.IV cs.CV cs.LG 67%

Acute Lymphoblastic Leukemia Detection from Microscopic Images Using Weighted Ensemble of Convolutional Neural Networks

Chayan Mondal, Md. Kamrul Hasan, Md. Tasnim Jawad, Aishwariya Dutta, Md. Rabiul Islam, Md. Abdul Awal, Mohiuddin Ahmad

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 31 pages, 9 figures

2103.10733 2021-03-22 physics.bio-ph 67%

Molecular Rotors as intracellular probes of Red Blood Cell stiffness

Alice Briole, Thomas Podgorski, Bérengère Abou

专题命中诊断辅助：diagnosis(abstract)；biomedical(abstract)

2003.09860 2021-03-01 eess.IV cs.CV cs.LG 67%

Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification

Feng Shi, Liming Xia, Fei Shan, Dijia Wu, Ying Wei, Huan Yuan, Huiting Jiang, Yaozong Gao, He Sui, Dinggang Shen

专题命中诊断辅助：CT(abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref Physics in Medicine & Biology (2021)

2009.04110 2021-01-27 cs.CV cs.LG eess.IV 67%

Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens

Asim Khan, Umair Nawaz, Anwaar Ulhaq, Randall W. Robinson

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 10 Pages, 12 Figures and 6 Tables

2012.12515 2020-12-24 eess.IV cs.CV cs.LG 67%

Diabetic Retinopathy Grading System Based on Transfer Learning

Eman AbdelMaksoud, Sherif Barakat, Mohammed Elmogy

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 6 pages, 5 figures, 3 tables, none

1. 诊断辅助 8250 篇

Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging

MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack

Data Augmentation For Medical MR Image Using Generative Adversarial Networks

Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure

Decision and Feature Level Fusion of Deep Features Extracted from Public COVID-19 Data-sets

High-Dimensional Smoothing Splines and Application in Alzheimer's Disease Prediction Using Magnetic Resonance Imaging

Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders

Blindness (Diabetic Retinopathy) Severity Scale Detection

DeFungi: Direct Mycological Examination of Microscopic Fungi Images

Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings

Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients

Recent Developments in Detection of Central Serous Retinopathy through Imaging and Artificial Intelligence Techniques A Review

A Comparison of Supervised and Unsupervised Deep Learning Methods for Anomaly Detection in Images

Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology

Recognition of handwritten MNIST digits on low-memory 2 Kb RAM Arduino board using LogNNet reservoir neural network

Confounder-Aware Visualization of ConvNets

Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks

CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks

Magnetic Immunoassays: A Review of Virus and Pathogen Detection Before and Amidst the Coronavirus Disease-19 (COVID-19)

AutoPtosis

The origin of ultrasensitive SERS sensing beyond plasmonics

Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention

A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals

Dynamic region proposal networks for semantic segmentation in automated glaucoma screening

Acute Lymphoblastic Leukemia Detection from Microscopic Images Using Weighted Ensemble of Convolutional Neural Networks

Molecular Rotors as intracellular probes of Red Blood Cell stiffness

Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification

Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens

Diabetic Retinopathy Grading System Based on Transfer Learning